Systems and Means of Informatics
2022, Volume 32, Issue 2, pp 137-145
APPROACH TO RECORD LINKING IN TECHNOLOGY OF CONCRETE HISTORICAL INVESTIGATION SUPPORT BASED ON FUZZY SETS
- I. M. Adamovich
- O. I. Volkov
Abstract
The article is devoted to the further development of the distributed technology of concrete historical investigation support based on the principles of crowdsourcing and focused on a wide range of users which are nonprofessional historians and biographers. The development is carried out by modifying the algorithm for automatic record linking when processing nominative documents of family structure based on the Family reconstitution method, successfully used in historical demography, and the structure of family relationship graphs. The modification consists in relying on the theory of fuzzy sets and using the similarity measures to make a decision about records linking in the case when the algorithms of the family reconstitution method do not allow an unambiguous conclusion about the linkage. The article describes the methodology for constructing membership functions and substantiates the use of a similarity measure based on the Lukasiewicz and Zade similarity measures.
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[+] About this article
Title
APPROACH TO RECORD LINKING IN TECHNOLOGY OF CONCRETE HISTORICAL INVESTIGATION SUPPORT BASED ON FUZZY SETS
Journal
Systems and Means of Informatics
Volume 32, Issue 2, pp 137-145
Cover Date
2022-06-10
DOI
10.14357/08696527220213
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
concrete historical investigation; distributed technology; record linking; sources of family structure; fuzzy sets
Authors
I. M. Adamovich  and O. I. Volkov
Author Affiliations
Federal Research Center "Computer Science and Control", Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
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